Kosuke Sugiyama

16 papers A* 2B 1C 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning From Complementary Features. IEEE Access Kosuke Sugiyama, Masato Uchida
2026	J	`jnl`	Learning from Similarity/Dissimilarity and Pairwise Comparison. CoRR Tomoya Tate, Kosuke Sugiyama, Masato Uchida
2026	J	`jnl`	Pool-based Active Learning as Noisy Lossy Compression: Characterizing Label Complexity via Finite Blocklength Analysis. CoRR Kosuke Sugiyama, Masato Uchida
2026	J	`jnl`	Supervised Learning as Lossy Compression: Characterizing Generalization and Sample Complexity via Finite Blocklength Analysis. CoRR Kosuke Sugiyama, Masato Uchida
2025	A*	`conf`	A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features. ICML Kosuke Sugiyama, Masato Uchida
2025	J	`jnl`	Learning from Hard Labels with Additional Supervision on Non-Hard-Labeled Classes. CoRR Kosuke Sugiyama, Masato Uchida
2025	J	`jnl`	Learning from Similarity-Confidence and Confidence-Difference. CoRR Tomoya Tate, Kosuke Sugiyama, Masato Uchida
2025	A*	`conf`	Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data. ICML Kosuke Sugiyama, Masato Uchida
2024	J	`jnl`	Learning from Complementary Features. CoRR Kosuke Sugiyama, Masato Uchida
2024	J	`jnl`	Solving Distance-constrained Labeling Problems for Small Diameter Graphs via TSP. Int. J. Netw. Comput. Tesshu Hanaka, Hirotaka Ono, Kosuke Sugiyama
2023	—	`conf`	Balancing Selection and Diversity in Ensemble Learning with Exponential Mixture Model. ICANN (3) Kosuke Sugiyama, Masato Uchida
2023	C	`conf`	Exploring Hessian Regularization in Mixup. ICMLA Kosuke Sugiyama, Masato Uchida
2023	B	`conf`	Shortest Beer Path Queries Based on Graph Decomposition. ISAAC Tesshu Hanaka, Hirotaka Ono, Kunihiko Sadakane, Kosuke Sugiyama
2023	J	`jnl`	Shortest Beer Path Queries based on Graph Decomposition. CoRR Tesshu Hanaka, Hirotaka Ono, Kunihiko Sadakane, Kosuke Sugiyama
2023	—	`conf`	Solving Distance-constrained Labeling Problems for Small Diameter Graphs via TSP IPDPS Workshops Tesshu Hanaka, Hirotaka Ono, Kosuke Sugiyama
2023	J	`jnl`	Solving Distance-constrained Labeling Problems for Small Diameter Graphs via TSP. CoRR Tesshu Hanaka, Hirotaka Ono, Kosuke Sugiyama